{"id":"W4200169610","doi":"10.1177/01622439211057309","title":"One Pipeline and Two Impact Assessments: Coproduction, Legal Pluralism, and the Trans Mountain Expansion Project","year":2021,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of King's College","funders":"Social Sciences and Humanities Research Council of Canada; King's College London","keywords":"Coproduction; Indigenous; Declaration; Political science; Environmental ethics; Negotiation; Law; Public relations; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02930982,0.0005346396,0.000611836,0.002638042,0.03668002,0.02086719,0.003610793,0.007943959,0.002795136],"category_scores_gemma":[0.02679291,0.0006718856,0.0005921055,0.003778837,0.0552265,0.008128679,0.01283425,0.01310508,0.0001405903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06985605,"about_ca_system_score_gemma":0.189531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8325678,"about_ca_topic_score_gemma":0.8976306,"domain_scores_codex":[0.9705526,0.01011395,0.0007832674,0.002454581,0.01073481,0.005360917],"domain_scores_gemma":[0.9724407,0.01563622,0.001284264,0.002292798,0.006162541,0.002183473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000275376,0.00004621714,0.003793139,0.0000736756,0.00001762262,0.001390208,0.04588958,0.0008680558,0.0004132829,0.9216043,0.006671352,0.019205],"study_design_scores_gemma":[0.00006370524,0.0001591092,0.01745919,0.001273581,0.0001248105,0.00124814,0.1830426,0.004325026,0.003346469,0.3380933,0.4505857,0.0002784576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3028904,0.006640147,0.0322138,0.1663638,0.0003758685,0.0004148171,0.0002023563,0.0001176669,0.4907812],"genre_scores_gemma":[0.9637116,0.001170634,0.008340366,0.007498935,0.00005342578,0.000101402,0.00004453609,0.00004310995,0.01903611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.96332,"threshold_uncertainty_score":0.5068434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855392429485522,"score_gpt":0.3502175244868891,"score_spread":0.3316636001920339,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}